Misclassification Detection on Citeseer
85.71AUROCHyperNSD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HyperNSD2026.07 | 85.71 | 87.81 | 88.06 | 62.78 | |
| GPN2026.07 | 83.39 | 82.81 | 68.48 | 65.93 | |
| HyperGOOD2026.07 | 83.23 | 79.01 | 74.13 | 70.8 | |
| HND2026.07 | 81.58 | 85.11 | 86.7 | 67.4 | |
| HGNN2026.07 | 78.86 | 80.23 | 56.44 | 73.6 | |
| HNDiffN2026.07 | 78.5 | 76.86 | 61.02 | 77.74 | |
| HGCN-Ens2026.07 | 77.29 | 83.35 | 72.66 | 68.69 | |
| GNSD2026.07 | 77.12 | 86.87 | 62.17 | 76.51 | |
| HyperGCN2026.07 | 76.97 | 82 | 58.35 | 73.95 | |
| GNNSafe2026.07 | 75.58 | 72.38 | 77.17 | 74.83 | |
| LGNSDE2026.07 | 75.13 | 84.08 | 56.62 | 86.11 |